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ORCIDWeiming Xiang 0001
Person information
- affiliation: Augusta University, School of Computer and Cyber Sciences, Augusta, GA, USA
- affiliation: Vanderbilt University, Department of Electrical Engineering and Computer Sciences, Nashville, TN, USA
- affiliation (PhD 2014): Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China
Other persons with the same name
- Weiming Xiang 0002
![[0009-0002-0553-0185]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0009-0002-0553-0185")
— University of Electronic Science and Technology of China, School of Information and Communication Engineering, Key Laboratory of Optical Fiber Sensing and Communications, Chengdu, China - Weiming Xiang 0003 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
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Journal Articles
- 2024
[j45]Zihao Mo, Weiming Xiang:
Maximum output discrepancy computation for convolutional neural network compression. Inf. Sci. 665: 120367 (2024)- 2023
- [j44]Tao Wang, Yejiang Yang, Weiming Xiang:
Computationally efficient neural hybrid automaton framework for learning complex dynamics. Neurocomputing 562: 126879 (2023) - 2022
- [j43]Weiming Xiang:
Necessary and Sufficient Conditions for Stability of Discrete-Time Switched Linear Systems With Ranged Dwell Time. IEEE Control. Syst. Lett. 6: 728-733 (2022) - [j42]Hoang-Dung Tran, Weiming Xiang, Taylor T. Johnson:
Verification Approaches for Learning-Enabled Autonomous Cyber-Physical Systems. IEEE Des. Test 39(1): 24-34 (2022) - [j41]Tao Wang, Yapeng Li, Weiming Xiang:
Design of interval observer for continuous linear large-scale systems with disturbance attenuation. J. Frankl. Inst. 359(8): 3910-3929 (2022) - [j40]Hoang-Dung Tran, Luan Viet Nguyen, Patrick Musau, Weiming Xiang, Taylor T. Johnson:
Real-Time Verification for Distributed Cyber-Physical Systems. Leibniz Trans. Embed. Syst. 8(2): 07:1-07:19 (2022) - [j39]Yejiang Yang, Tao Wang, Jefferson P. Woolard, Weiming Xiang:
Guaranteed approximation error estimation of neural networks and model modification. Neural Networks 151: 61-69 (2022) - [j38]Weiming Xiang:
Runtime Safety Monitoring of Neural-Network-Enabled Dynamical Systems. IEEE Trans. Cybern. 52(9): 9587-9596 (2022) - 2021
- [j37]Hoang-Dung Tran, Neelanjana Pal, Diego Manzanas Lopez, Patrick Musau, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Stanley Bak, Taylor T. Johnson:
Verification of piecewise deep neural networks: a star set approach with zonotope pre-filter. Formal Aspects Comput. 33(4-5): 519-545 (2021) - [j36]Weiming Xiang, Hoang-Dung Tran, Xiaodong Yang, Taylor T. Johnson:
Reachable Set Estimation for Neural Network Control Systems: A Simulation-Guided Approach. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1821-1830 (2021) - [j35]Yang Li, Weiming Xiang, Hongbin Zhang, Jianwei Xia, Qunxian Zheng:
New Stability Conditions for Switched Linear Systems: A Reverse-Timer-Dependent Multiple Discontinuous Lyapunov Function Approach. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6564-6575 (2021) - 2019
- [j34]Tao Wang, Weiming Xiang:
Necessary and sufficient conditions to stability of discrete-time delay systems. J. Frankl. Inst. 356(16): 9788-9803 (2019) - [j33]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Nonconservative Lifted Convex Conditions for Stability of Discrete-Time Switched Systems Under Minimum Dwell-Time Constraint. IEEE Trans. Autom. Control. 64(8): 3407-3414 (2019) - 2018
- [j32]Weiming Xiang:
Parameter-memorized Lyapunov functions for discrete-time systems with time-varying parametric uncertainties. Autom. 87: 450-454 (2018) - [j31]Weiming Xiang, James Lam, Panshuo Li:
On stability and H∞ control of switched systems with random switching signals. Autom. 95: 419-425 (2018) - [j30]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Robust Exponential Stability and Disturbance Attenuation for Discrete-Time Switched Systems Under Arbitrary Switching. IEEE Trans. Autom. Control. 63(5): 1450-1456 (2018) - [j29]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Output Reachable Set Estimation and Verification for Multilayer Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5777-5783 (2018) - 2017
- [j28]Weiming Xiang, James Lam, Jun Shen:
Stability analysis and L1-gain characterization for switched positive systems under dwell-time constraint. Autom. 85: 1-8 (2017) - [j27]Hoang-Dung Tran, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson:
Order-reduction abstractions for safety verification of high-dimensional linear systems. Discret. Event Dyn. Syst. 27(2): 443-461 (2017) - [j26]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Output Reachable Set Estimation for Switched Linear Systems and Its Application in Safety Verification. IEEE Trans. Autom. Control. 62(10): 5380-5387 (2017) - 2016
- [j25]Lixian Zhang, Weiming Xiang:
Mode-identifying time estimation and switching-delay tolerant control for switched systems: An elementary time unit approach. Autom. 64: 174-181 (2016) - [j24]Weiming Xiang, Guisheng Zhai, Corentin Briat:
Stability Analysis for LTI Control Systems With Controller Failures and Its Application in Failure Tolerant Control. IEEE Trans. Autom. Control. 61(3): 811-816 (2016) - [j23]Weiming Xiang:
Necessary and Sufficient Condition for Stability of Switched Uncertain Linear Systems Under Dwell-Time Constraint. IEEE Trans. Autom. Control. 61(11): 3619-3624 (2016) - 2015
- [j22]Weiming Xiang:
On equivalence of two stability criteria for continuous-time switched systems with dwell time constraint. Autom. 54: 36-40 (2015) - [j21]Weiming Xiang, Guisheng Zhai, Jian Xiao:
Stability analysis and failure tolerant control for discrete-time linear systems with controller failure. Int. J. Control 88(3): 559-570 (2015) - [j20]Weiming Xiang, Jian Xiao, Guisheng Zhai:
Dissipativity and dwell time specifications of switched discrete-time systems and its applications in H∞ and robust passive control. Inf. Sci. 320: 206-222 (2015) - [j19]Weiming Xiang, Jian Xiao, Yangsheng Jiang:
Real-time signalization for an oversaturated intersection via static state feedback control: A switched system approach. J. Frankl. Inst. 352(8): 3304-3324 (2015) - 2014
- [j18]Jian Xiao, Weiming Xiang:
New results on asynchronous H∞ control for switched discrete-time linear systems under dwell time constraint. Appl. Math. Comput. 242: 601-611 (2014) - [j17]Weiming Xiang, Jian Xiao:
Stabilization of switched continuous-time systems with all modes unstable via dwell time switching. Autom. 50(3): 940-945 (2014) - [j16]Muhammad Naveed Iqbal, Jian Xiao, Weiming Xiang:
Parameter-dependent finite-time observer design for time-varying polytopic uncertain switched systems. J. Frankl. Inst. 351(3): 1657-1672 (2014) - [j15]Weiming Xiang, Jian Xiao, Lu Han:
Switching PDC control for discrete-time T-S fuzzy system: A membership function ranking approach. J. Frankl. Inst. 351(7): 3536-3558 (2014) - 2013
- [j14]Weiming Xiang, Jian Xiao, Muhammad Naveed Iqbal:
H∞ control for switched fuzzy systems via dynamic output feedback: Hybrid and switched approaches. Commun. Nonlinear Sci. Numer. Simul. 18(6): 1499-1514 (2013) - [j13]Weiming Xiang, Jian Xiao, Lu Han:
ℋ∞ Control Synthesis for Short-Time Markovian Jump Continuous-Time Linear Systems. Circuits Syst. Signal Process. 32(6): 2799-2820 (2013) - [j12]Weiming Xiang, Jian Xiao:
Finite-time stability and stabilisation for switched linear systems. Int. J. Syst. Sci. 44(2): 384-400 (2013) - 2012
- [j11]Weiming Xiang, Jian Xiao, Muhammad Naveed Iqbal:
ℋ∞ Filtering for Short-Time Switched Discrete-Time Linear Systems. Circuits Syst. Signal Process. 31(6): 1927-1949 (2012) - [j10]Weiming Xiang, Jian Xiao, Muhammad Naveed Iqbal:
Robust finite-time bounded observer design for a class of uncertain non-linear Markovian jump systems. IMA J. Math. Control. Inf. 29(4): 551-572 (2012) - [j9]Weiming Xiang, Jian Xiao:
H∞ controller design for a class of switched linear discrete-time system with polytopic uncertainties. J. Syst. Control. Eng. 226(10): 1311-1322 (2012) - [j8]Weiming Xiang, Jian Xiao:
Discussion on "Stability, l2-Gain and Asynchronous H∞ Control of Discrete-Time Switched Systems With Average Dwell Time". IEEE Trans. Autom. Control. 57(12): 3259-3261 (2012) - 2011
- [j7]Weiming Xiang, Jian Xiao:
H∞ Filtering for Uncertain Switched Nonlinear Systems via Filter State impulsive Jump Approach. Control. Intell. Syst. 39(1) (2011) - [j6]Weiming Xiang, Jian Xiao, Chengyong Xiao:
On Finite-Time Stability and Stabilization for Switched Discrete Linear Systems. Control. Intell. Syst. 39(2) (2011) - [j5]Weiming Xiang, Jian Xiao, Muhammad Naveed Iqbal:
Fault detection for switched nonlinear systems under asynchronous switching. Int. J. Control 84(8): 1362-1376 (2011) - [j4]Weiming Xiang, Jian Xiao:
H∞ filtering for switched nonlinear systems under asynchronous switching. Int. J. Syst. Sci. 42(5): 751-765 (2011) - [j3]Weiming Xiang, Jian Xiao:
H∞ finite-time control for switched nonlinear discrete-time systems with norm-bounded disturbance. J. Frankl. Inst. 348(2): 331-352 (2011) - 2009
- [j2]Zhengrong Xiang, Weiming Xiang:
Stability analysis of switched systems under dynamical dwell time control approach. Int. J. Syst. Sci. 40(4): 347-355 (2009) - 2008
- [j1]Zhengrong Xiang, Weiming Xiang:
Observer Design for a Class of switched nonlinear Systems. Control. Intell. Syst. 36(4) (2008)
Conference and Workshop Papers
- 2023
- [c22]Yejiang Yang, Weiming Xiang:
Modeling Dynamical Systems with Neural Hybrid System Framework via Maximum Entropy Approach. ACC 2023: 3907-3712 - [c21]Wesley Cooke, Zihao Mo, Weiming Xiang:
Guaranteed Quantization Error Computation for Neural Network Model Compression. ICIT 2023: 1-4 - [c20]Yejiang Yang, Zihao Mo, Weiming Xiang:
A Data-Driven Hybrid Automaton Framework to Modeling Complex Dynamical Systems. ICIT 2023: 1-6 - 2022
- [c19]Weiming Xiang, Zhongzhu Shao:
Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression. ACC 2022: 3248-3253 - [c18]Weiming Xiang, Zhongzhu Shao:
Safety Verification of Neural Network Control Systems Using Guaranteed Neural Network Model Reduction. CDC 2022: 1521-1526 - 2021
- [c17]Weiming Xiang:
Data-Driven Modeling of Switched Dynamical Systems via Extreme Learning Machine. ACC 2021: 852-857 - [c16]Yejiang Yang, Weiming Xiang:
Robust Optimization Framework for Training Shallow Neural Networks Using Reachability Method. CDC 2021: 3857-3862 - [c15]Weiming Xiang:
Interval observer design of dynamical systems with neural networks. HSCC 2021: 30:1-30:2 - 2020
- [c14]Hoang-Dung Tran, Xiaodong Yang, Diego Manzanas Lopez, Patrick Musau, Luan Viet Nguyen, Weiming Xiang, Stanley Bak, Taylor T. Johnson:
NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems. CAV (1) 2020: 3-17 - [c13]Hoang-Dung Tran, Stanley Bak, Weiming Xiang, Taylor T. Johnson:
Verification of Deep Convolutional Neural Networks Using ImageStars. CAV (1) 2020: 18-42 - 2019
- [c12]Hoang-Dung Tran, Diego Manzanas Lopez, Patrick Musau, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson:
Star-Based Reachability Analysis of Deep Neural Networks. FM 2019: 670-686 - [c11]Hoang-Dung Tran, Luan Viet Nguyen, Nathaniel Hamilton, Weiming Xiang, Taylor T. Johnson:
Reachability Analysis for High-Index Linear Differential Algebraic Equations. FORMATS 2019: 160-177 - [c10]Hoang-Dung Tran, Luan Viet Nguyen, Patrick Musau, Weiming Xiang, Taylor T. Johnson:
Decentralized Real-Time Safety Verification for Distributed Cyber-Physical Systems. FORTE 2019: 261-277 - [c9]Hoang-Dung Tran, Patrick Musau, Diego Manzanas Lopez, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson:
Parallelizable reachability analysis algorithms for feed-forward neural networks. FormaliSE@ICSE 2019: 31-40 - 2018
- [c8]Hoang-Dung Tran, Weiming Xiang, Stanley Bak, Taylor T. Johnson:
Reachability Analysis for One Dimensional Linear Parabolic Equations. ADHS 2018: 133-138 - [c7]Weiming Xiang, Hoang-Dung Tran, Joel A. Rosenfeld, Taylor T. Johnson:
Reachable Set Estimation and Safety Verification for Piecewise Linear Systems with Neural Network Controllers. ACC 2018: 1574-1579 - 2017
- [c6]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
On reachable set estimation for discrete-time switched linear systems under arbitrary switching. ACC 2017: 4534-4539 - [c5]Hoang-Dung Tran, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson:
Distributed Autonomous Systems. ARCH@CPSWeek 2017: 33-43 - 2016
- [c4]Parasara Sridhar Duggirala, Chuchu Fan, Matthew Potok, Bolun Qi, Sayan Mitra, Mahesh Viswanathan, Stanley Bak, Sergiy Bogomolov, Taylor T. Johnson, Luan Viet Nguyen, Christian Schilling, Andrew Sogokon, Hoang-Dung Tran, Weiming Xiang:
Tutorial: Software tools for hybrid systems verification, transformation, and synthesis: C2E2, HyST, and TuLiP. CCA 2016: 1024-1029 - [c3]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Reachable set estimation and control for switched linear systems with dwell-time restriction. CDC 2016: 7246-7251 - 2014
- [c2]Weiming Xiang, Jian Xiao:
Reliable tracking control for high speed train against actuator failures: A parallel control architecture. ITSC 2014: 828-833 - 2008
- [c1]Zhengrong Xiang, Weiming Xiang:
Stability Analysis of Switched Nonlinear Systems Based on Dynamical Dwell Time Approach. ICNSC 2008: 1758-1763
Informal and Other Publications
- 2024
- [i26]Zihao Mo, Yejiang Yang, Shuaizheng Lu, Weiming Xiang:
Compression Repair for Feedforward Neural Networks Based on Model Equivalence Evaluation. CoRR abs/2402.11737 (2024) - [i25]Yejiang Yang, Zihao Mo, Hoang-Dung Tran, Weiming Xiang:
A Transition System Abstraction Framework for Neural Network Dynamical System Models. CoRR abs/2402.11739 (2024) - [i24]Tianshu Bao, Hengrong Du, Weiming Xiang, Taylor T. Johnson:
A New Hybrid Automaton Framework with Partial Differential Equation Dynamics. CoRR abs/2404.11900 (2024) - 2023
- [i23]Weiming Xiang, Zhongzhu Shao:
Safety Verification of Neural Network Control Systems Using Guaranteed Neural Network Model Reduction. CoRR abs/2301.07531 (2023) - [i22]Yejiang Yang, Zihao Mo, Weiming Xiang:
A Data-Driven Hybrid Automaton Framework to Modeling Complex Dynamical Systems. CoRR abs/2304.13811 (2023) - [i21]Wesley Cooke, Zihao Mo, Weiming Xiang:
Guaranteed Quantization Error Computation for Neural Network Model Compression. CoRR abs/2304.13812 (2023) - [i20]Hanwen Zhang, Haijian Sun, Tianyi He, Weiming Xiang, Rose Qingyang Hu:
Energy Efficient Robust Beamforming for Vehicular ISAC with Imperfect Channel Estimation. CoRR abs/2310.17401 (2023) - 2022
- [i19]Weiming Xiang, Zhongzhu Shao:
Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression. CoRR abs/2202.01214 (2022) - 2021
- [i18]Weiming Xiang:
Run-Time Safety Monitoring of Neural-Network-Enabled Dynamical Systems. CoRR abs/2101.08297 (2021) - [i17]Weiming Xiang:
A Data-Driven Modeling Framework of Time-Dependent Switched Dynamical Systems via Extreme Learning Machine. CoRR abs/2101.09863 (2021) - [i16]Weiming Xiang:
Necessary and Sufficient Conditions for Stability of Discrete-Time Switched Linear Systems with Ranged Dwell Time. CoRR abs/2105.14113 (2021) - [i15]Yejiang Yang, Weiming Xiang:
Robust Optimization Framework for Training Shallow Neural Networks Using Reachability Method. CoRR abs/2107.12801 (2021) - 2020
- [i14]Xiaodong Yang, Hoang-Dung Tran, Weiming Xiang, Taylor T. Johnson:
Reachability Analysis for Feed-Forward Neural Networks using Face Lattices. CoRR abs/2003.01226 (2020) - [i13]Hoang-Dung Tran, Stanley Bak, Weiming Xiang, Taylor T. Johnson:
Verification of Deep Convolutional Neural Networks Using ImageStars. CoRR abs/2004.05511 (2020) - [i12]Hoang-Dung Tran, Xiaodong Yang, Diego Manzanas Lopez, Patrick Musau, Luan Viet Nguyen, Weiming Xiang, Stanley Bak, Taylor T. Johnson:
NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems. CoRR abs/2004.05519 (2020) - [i11]Weiming Xiang, Hoang-Dung Tran, Xiaodong Yang, Taylor T. Johnson:
Reachable Set Estimation for Neural Network Control Systems: A Simulation-Guided Approach. CoRR abs/2004.12273 (2020) - 2019
- [i10]Hoang-Dung Tran, Luan Viet Nguyen, Patrick Musau, Weiming Xiang, Taylor T. Johnson:
Real-Time Verification for Distributed Cyber-Physical Systems. CoRR abs/1909.09087 (2019) - 2018
- [i9]Weiming Xiang, Diego Manzanas Lopez, Patrick Musau, Taylor T. Johnson:
Reachable Set Estimation and Verification for Neural Network Models of Nonlinear Dynamic Systems. CoRR abs/1802.03557 (2018) - [i8]Weiming Xiang, Hoang-Dung Tran, Joel A. Rosenfeld, Taylor T. Johnson:
Reachable Set Estimation and Safety Verification for Piecewise Linear Systems with Neural Network Controllers. CoRR abs/1802.06981 (2018) - [i7]Hoang-Dung Tran, Weiming Xiang, Nathaniel Hamilton, Taylor T. Johnson:
Simulation-Based Reachability Analysis for High-Index Large Linear Differential Algebraic Equations. CoRR abs/1804.03227 (2018) - [i6]Weiming Xiang, Taylor T. Johnson:
Reachability Analysis and Safety Verification for Neural Network Control Systems. CoRR abs/1805.09944 (2018) - [i5]Weiming Xiang, Patrick Musau, Ayana A. Wild, Diego Manzanas Lopez, Nathaniel Hamilton, Xiaodong Yang, Joel A. Rosenfeld, Taylor T. Johnson:
Verification for Machine Learning, Autonomy, and Neural Networks Survey. CoRR abs/1810.01989 (2018) - [i4]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Specification-Guided Safety Verification for Feedforward Neural Networks. CoRR abs/1812.06161 (2018) - 2017
- [i3]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Output Reachable Set Estimation and Verification for Multi-Layer Neural Networks. CoRR abs/1708.03322 (2017) - [i2]Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Reachable Set Computation and Safety Verification for Neural Networks with ReLU Activations. CoRR abs/1712.08163 (2017) - 2016
- [i1]Hoang-Dung Tran, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson:
Order-Reduction Abstractions for Safety Verification of High-Dimensional Linear Systems. CoRR abs/1602.06417 (2016)
Coauthor Index
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